MULTI-CLASS SEGMENTATION OF KIDNEY TISSUES USING CONVOLUTIONAL NEURONAL NETWORKS (CNNS)

被引：0

作者：

Schmitz, Jessica ^{[1
]}

Christensen, David ^{[2
]}

Mueller, Lena ^{[1
]}

Neugebohren, Lina ^{[1
]}

Zachrau, Tim ^{[1
]}

Brandt, Hannah Philine ^{[1
]}

Groessler, Frederik ^{[1
]}

Johannes, Tilman ^{[2
]}

Gwinner, Wilfried ^{[3
]}

Braesen, Jan Hinrich ^{[1
]}

机构：

[1] Hannover Med Sch MHH, Inst Pathol, Hannover, Germany

[2] MetaSyst Hard & Software GmbH, Altlussheim, Germany

[3] Hannover Med Sch MHH, Dept Nephrol & Hypertens, Hannover, Germany

来源：

NEPHROLOGY DIALYSIS TRANSPLANTATION | 2022年 / 37卷

关键词：

D O I：

暂无

中图分类号：

R3 [基础医学]; R4 [临床医学];

学科分类号：

1001 ; 1002 ; 100602 ;

摘要：

MO055

引用

页码：I33 / I33

页数：1

共 50 条

[1] Automated renal structure recognition: Multi-class segmentation of differently stained kidney tissues using convolutional neuronal networks (CNNs)
Schmitz, J.
Christensen, D.
Mueller, L.
Neugebohren, L.
Zachrau, T.
Vasileiadis, N.
Johannes, T.
Plesch, A.
Loerch, T.
Gwinner, W.
Braesen, J. H.
[J]. VIRCHOWS ARCHIV, 2021, 479 (SUPPL 1) : S43 - S43
[2] Visible Wavelength Iris Segmentation: A Multi-Class Approach using Fully Convolutional Neuronal Networks
Osorio-Roig, D.
Rathgeb, C.
Gomez-Barrero, M.
Morales-Gonzalez, A.
Garea-Llano, E.
Busch, C.
[J]. 2018 INTERNATIONAL CONFERENCE OF THE BIOMETRICS SPECIAL INTEREST GROUP (BIOSIG), 2018,
[3] Multi-class structural damage segmentation using fully convolutional networks
Rubio, Juan Jose
Kashiwa, Takahiro
Laiteerapong, Teera
Deng, Wenlong
Nagai, Kohei
Escalera, Sergio
Nakayama, Kotaro
Matsuo, Yutaka
Prendinger, Helmut
[J]. COMPUTERS IN INDUSTRY, 2019, 112
[4] Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks
Lo, Shao-Yuan
Hang, Hsueh-Ming
Chan, Sheng-Wei
Lin, Jing-Jhih
[J]. 2019 IEEE 21ST INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP 2019), 2019,
[5] Multi-Class Segmentation of Multiple Sclerosis Lesions Using Convolutional Neural Networks in the Combirx Cohort
Charron, Odelin
Moll, Nicholas
Papadimitropoulos, Georgios
Wahid, Kareem
Lincoln, John A.
Cofield, Stacey S.
Krieger, Stephen
Cutter, Gary R.
Lublin, Fred
Wolinsky, Jerry S.
Freeman, Leorah
[J]. MULTIPLE SCLEROSIS JOURNAL, 2019, 25 : 99 - 100
[6] Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation Using Holistic Convolutional Networks
Fidon, Lucas
Li, Wenqi
Garcia-Peraza-Herrera, Luis C.
Ekanayake, Jinendra
Kitchen, Neil
Ourselin, Sebastien
Vercauteren, Tom
[J]. BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES, BRAINLES 2017, 2018, 10670 : 64 - 76
[7] Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks
Goyal, Manu
Yap, Moi Hoon
Hassanpour, Saeed
[J]. PROCEEDINGS OF THE 13TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES, VOL 3: BIOINFORMATICS, 2020, : 290 - 295
[8] Multi-class retinal fluid joint segmentation based on cascaded convolutional neural networks
Tang, Wei
Ye, Yanqing
Chen, Xinjian
Shi, Fei
Xiang, Dehui
Chen, Zhongyue
Zhu, Weifang
[J]. PHYSICS IN MEDICINE AND BIOLOGY, 2022, 67 (12):
[9] Multilingual Multi-class Sentiment Classification Using Convolutional Neural Networks
Attia, Mohammed
Samih, Younes
Elkahky, Ali
Kallmeyer, Laura
[J]. PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2018), 2018, : 635 - 640
[10] Multi-class Segmentation of Neuronal Electron Microscopy Images Using Deep Learning
Khobragade, Nivedita
Agarwal, Chirag
[J]. MEDICAL IMAGING 2018: IMAGE PROCESSING, 2018, 10574

← 1 2 3 4 5 →